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» Statistical Models for Automatic Performance Tuning
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ACL
2011
12 years 11 months ago
Combining Morpheme-based Machine Translation with Post-processing Morpheme Prediction
This paper extends the training and tuning regime for phrase-based statistical machine translation to obtain fluent translations into morphologically complex languages (we build ...
Ann Clifton, Anoop Sarkar
SAMOS
2004
Springer
14 years 1 months ago
A High-Level Programming Paradigm for SystemC
The SystemC language plays an increasingly important role in the system-level design domain, facilitating designers to start with modeling and simulating system components and thei...
Mark Thompson, Andy D. Pimentel
ICML
2008
IEEE
14 years 8 months ago
Bayesian probabilistic matrix factorization using Markov chain Monte Carlo
Low-rank matrix approximation methods provide one of the simplest and most effective approaches to collaborative filtering. Such models are usually fitted to data by finding a MAP...
Ruslan Salakhutdinov, Andriy Mnih
CVPR
2008
IEEE
14 years 9 months ago
Learning for stereo vision using the structured support vector machine
We present a random field based model for stereo vision with explicit occlusion labeling in a probabilistic framework. The model employs non-parametric cost functions that can be ...
Yunpeng Li, Daniel P. Huttenlocher
ISBI
2008
IEEE
14 years 8 months ago
Axonal bouton modeling, detection and distribution analysis for the study of neural circuit organization and plasticity
We propose a novel method for axonal bouton modeling and automated detection in populations of labeled neurons, as well as bouton distribution analysis for the study of neural cir...
Abhay Mavalankar, Amina Chebira, Christina A. Hall...